Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 98.242 | daxianlee-cocos-creatormcp · front-end | Integrates with Cocos Creator 3.8 game development workflows through TypeScript-based tools for scene manipulation, node management, component… | 1,373 stars · 319 forks | No one-command install · Source | |
| 2 | 97.663 | chir24-unreal-enginemcp · front-end | Connects to Unreal Engine 5's Remote Control API to enable automated game development workflows including asset management, actor manipulation, level… | 851 stars · 159 forks | No one-command install · Source | |
| 3 | 96.906 | youichi-uda-godot-mcp-promcp · front-end | Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime… | 584 stars · 74 forks | No one-command install · Source | |
| 4 | 96.511 | godot-mcp-full-controlmcp · front-end | An MCP server providing AI assistants with 149 tools to fully control the Godot game engine, including runtime code execution, scene manipulation… | 448 stars · 66 forks | No one-command install · Source | |
| 5 | 89.158 | ue5-mcp-servermcp · front-end | Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation of levels, actors, Blueprints, and Animation Blueprints through natural… | 62 stars · 21 forks | No one-command install · Source | |
| 6 | 88.084 | erodenn-godot-mcp-runtimemcp · front-end | MCP server for Godot 4.x with runtime control via injected UDP bridge: input simulation, screenshots, UI discovery, and live GDScript execution while… | 62 stars · 13 forks | No one-command install · Source | |
| 7 | 79.113 | andreyskyfoxsidorov-unity-editormcp · front-end | Integrates with Unity Editor through HTTP transport to enable real-time GameObject manipulation, component management, asset control, scene… | 27 stars · 5 forks | No one-command install · Source | |
| 8 | 79.061 | funplay-mcp-for-godotmcp · front-end | The most advanced MCP server for Godot Editor that lets AI assistants operate directly inside your running Godot project for scene creation, script… | 37 stars · 3 forks | No one-command install · Source | |
| 9 | 60.262 | game-thinkingmcp · front-end | Provides a structured tool for dynamic game design problem-solving, enabling developers to explore and iterate game mechanics through a sequential… | 7 stars · 2 forks | No one-command install · Source | |
| 10 | 57.364 | stephenshorton-sboxmcp · front-end | Manipulates the s&box game engine editor with scene editing, component management, and asset integration. | 5 stars · 3 forks | No one-command install · Source | |
| 11 | 55.168 | mcp-novel-game-servermcp · front-end | A novel game server supporting multi-branch visual novel scenarios in English and Japanese, designed to help understand MCP Resources. | 6 stars · 1 fork | No one-command install · Source | |
| 12 | 52.135 | gamecodexmcp · front-end | A game development MCP server with 950+ curated docs across 29 engines and 5 power tools for scaffolding, debugging, design, and scope tracking. It… | 4 stars · 2 forks | No one-command install · Source | |
| 13 | 47.273 | blockbenchmcpmcp · front-end | Enables AI assistants to build Minecraft models, textures, and animations directly inside Blockbench through the Model Context Protocol. | 3 stars · 2 forks | No one-command install · Source | |
| 14 | 38.412 | alex-gon-thegamecrafter-mcp-servermcp · front-end | Design, manage, and price tabletop games on The Game Crafter. Browse catalogs, create projects, upload artwork, get pricing. | 3 stars | No one-command install · Source | |
| 15 | 32.223 | sudigital-azure-game-studiomcp · front-end | Multi-engine game development toolkit generating production-ready code for Blender 3D modeling, Unity games, Flutter/Flame mobile games, and Figma UI… | 2 stars | No one-command install · Source | |
| 15 | 32.223 | kenji-game-enginemcp · front-end | Provides access to a modern TypeScript game engine with Entity Component System architecture, 2D Canvas rendering, and itch.io deployment for rapid… | 2 stars | No one-command install · Source | |
| 17 | 22.557 | gdotmcpmcp · front-end | MCP server providing 174 tools for AI-powered Godot 4 development, enabling scene manipulation, scripting, animation, runtime analysis, and more. | 1 star | No one-command install · Source | |
| 17 | 22.557 | bionicsmcp · front-end | MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories, including Blueprint analysis, animation pipeline, and async tasks. | 1 star | No one-command install · Source | |
| 19 | Unranked | jsonui-rendermcp · front-end | Enables viewing Minecraft Bedrock JSON UI screens without a device, by reading resource packs and rendering the layout. | No signals yet | No one-command install · Source | |
| 20 | Unranked | ue5-gameplay-mcpmcp · front-end | Enables playing and observing a running Unreal Engine 5 game through virtual gamepad, keyboard, and mouse input, plus screen capture, log streaming… | No signals yet | No one-command install · Source | |
| 21 | Unranked | animation-mcpmcp · front-end | Enables AI coding assistants to create and refine Roblox combat animations through tool calls, supporting the full pipeline from motion composition to… | No signals yet | No one-command install · Source | |
| 22 | Unranked | autogodotmcp · front-end | Autonomous game development framework that lets AI agents program, design scenes, and run visual QA on Godot 4.x projects — all through the Model… | No signals yet | No one-command install · Source | |
| 23 | Unranked | blockbench-mcp-bridgemcp · front-end | Enables AI to control Blockbench for creating and editing 3D models, especially Minecraft-style pets, weapons, and animations, through structured MCP… | No signals yet | No one-command install · Source | |
| 24 | Unranked | posuceius-roblox-studiomcp · front-end | Bridges AI assistants with Roblox Studio for game structure exploration, script editing, UI generation, and bulk changes. | No signals yet | No one-command install · Source | |
| 25 | Unranked | unreal-animation-mcpmcp · front-end | Enables AI agents to inspect, search, and edit Unreal Engine animation data including sequences, montages, blend spaces, animation blueprints… | No signals yet | No one-command install · Source | |
| 26 | Unranked | dm3-mcp-servermcp · front-end | An MCP server for the DM3 game engine that enables AI assistants to create, build, and run game projects, generate components, query documentation… | No signals yet | No one-command install · Source | |
| 27 | Unranked | yazzy-unitymcp · front-end | Enables real-time manipulation of Unity scenes through a WebSocket protocol that supports GameObject creation, component management, transform… | No signals yet | No one-command install · Source | |
| 28 | Unranked | 3d-artistsubagent · front-end | 3D art and asset creation specialist for game development. Use PROACTIVELY for 3D modeling, texturing, animation, asset optimization, and technical… | No signals yet | No commit datelisted | armory install 3d-artist --cli claude |
| 29 | Unranked | laxy9887-spritesheet-forgemcp · front-end | Game development sprite tools: PNG/GIF to spritesheet conversion, splitting, trimming, and animation. | No signals yet | No commit datelisted | No one-command install · Source |
| 30 | Unranked | reinforcement-learning-engineersubagent · front-end | Use when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making… | No signals yet | No commit datelisted | armory install reinforcement-learning-engineer --cli claude |
| 31 | Unranked | unity-game-developersubagent · front-end | Expert Unity game developer specializing in C# scripting, 3D graphics, mobile optimization, and complete game development workflows. Handles Unity… | No signals yet | No commit datelisted | armory install unity-game-developer --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.